{
  "entries": [
    {
      "@context": "https://agenticresourcediscovery.org/context/v1",
      "identifier": "urn:air:thanksanderson.com:diagnostics:bottleneck-finder",
      "displayName": "Bottleneck Finder",
      "description": "Diagnoses where a business loses hours and routes each problem to one of seven outcomes, including building nothing. A deterministic rules engine makes every routing and recommendation decision, so the same answers always produce the same result. Tested across 57 industries. Operated by Thanks Anderson, Inc., an AI and automation consultancy in Scottsdale, Arizona.",
      "type": "application/mcp-server-card+json",
      "data": {
        "name": "bottleneck-finder",
        "title": "Bottleneck Finder",
        "description": "Read-only diagnostic tools over a deterministic rules engine. No model call, no data stored.",
        "version": "7.24",
        "transport": {
          "type": "streamable-http",
          "url": "https://bottleneck-finder-production.up.railway.app/mcp"
        },
        "tools": [
          {"name": "describe_diagnostic", "description": "The seven questions the diagnostic asks, the allowed answers, the ten pain categories, and the seven outcome layers."},
          {"name": "list_tested_industries", "description": "The 57 industries the routing has been tested against, with slugs."},
          {"name": "run_diagnostic", "description": "Takes answers to the routing questions and returns the bottleneck, the outcome layer per problem, recommended services and price band. Structured output, no prose."}
        ]
      },
      "capabilities": ["describe_diagnostic", "list_tested_industries", "run_diagnostic"],
      "representativeQueries": [
        "Where is my business losing the most time?",
        "What should I automate first?",
        "Is this process worth automating, or should I fix it first?",
        "Do I need AI for this, or would simple rules work?",
        "What would an AI consultant recommend for a company my size?"
      ],
      "tags": ["business-diagnostic", "automation", "workflow", "ai-consulting", "deterministic"],
      "version": "7.24",
      "updatedAt": "2026-09-30"
    }
  ]
}